Using the Leader Algorithm with Support Vector Machines for Large Data Sets.
Enrique RomeroPublished in: ICANN (1) (2011)
Keyphrases
- detection algorithm
- learning algorithm
- computational cost
- preprocessing
- significant improvement
- dynamic programming
- theoretical analysis
- data sets
- experimental evaluation
- particle swarm optimization
- estimation algorithm
- classification algorithm
- high accuracy
- simulated annealing
- np hard
- cost function
- similarity measure
- k means
- improved algorithm
- search space
- path planning
- convergence rate
- single pass
- probabilistic model
- selection algorithm
- times faster
- ant colony optimization
- clustering method
- segmentation algorithm
- computationally efficient